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AI insider risk
also AI agent insider threat or AI agent insider risk or model insider risk or AI insider threat
Definition of AI insider risk
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: the risk that an AI model or agent with authorized access, credentials, or delegated authority will cause harm from inside an organization through error, misalignment, manipulation, compromise, or misuse
- The security review treated the purchasing agent as an AI insider risk because it could read contracts and approve transactions with valid credentials.
- Separate identities and narrowly scoped permissions reduced the AI agent insider threat without requiring the model itself to recognize every attack.
Two meanings, one word
In everyday English
An insider risk is the possibility that a person or system with legitimate access will intentionally or accidentally harm an organization.
In AI
The risk that an AI model or agent with authorized access, credentials, or delegated authority will cause harm from inside an organization through error, misalignment…
Origin & history
Research on agentic misalignment in 2025 compared harmful model behavior with human insider behavior. In 2026, Apollo Research described misaligned AI as a new insider risk, while security organizations and enterprise practitioners increasingly characterized privileged AI agents as insider threats. Microsoft CEO Satya Nadella brought wider attention to the framing in an October 2026 essay arguing that frontier models should be governed like insider risks.
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Cite this entry
"AI insider risk." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/ai-insider-risk/. Accessed 10 Oct. 2026.